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Project 5: Capstone

This Project Has Been Confirmed As Successful By A Udacity Reviewer.

Using the "SVM-KNN" technique to recognize images of handwritten digits.

Source Code

/data - folder containing the dataset
capstone.ipynb - iPython Notebook file to perform data exploration
model.py - implements the learning model
report.pdf - detailed report of the problem and solution

Requirements

This project requires Python 2.7 and the following Python libraries installed:

Run

Navigate to the root folder, then execute one of the two following commands:

jupyter notebook capstone.ipynb to open the notebook file
python model.py to run the model and see categorization accuracy